{"id":"W4383822154","doi":"10.3389/fmars.2023.1152544","title":"Interspecies and spatial differences in the shell microbiome of Atlantic rock crab Cancer irrotatus and European green crab Carcinus maenas from Atlantic Canada","year":2023,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Carcinus maenas; Microbiome; Biology; Crustacean; Ecology; Taxon; Host (biology); Zoology; Fishery; Decapoda; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001694371,0.0002522808,0.0003428452,0.001257944,0.001274626,0.0007098226,0.0002735453,0.0002547906,0.001401184],"category_scores_gemma":[0.0005424982,0.0001484954,0.0002503578,0.001277858,0.0005566924,0.0001901173,0.0006685702,0.000271719,0.0001926047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386146,"about_ca_system_score_gemma":0.002606292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5939922,"about_ca_topic_score_gemma":0.8597087,"domain_scores_codex":[0.9996725,0.00001190809,0.00001484758,0.00009864177,0.00009067983,0.0001112886],"domain_scores_gemma":[0.9994894,0.00002921612,0.00009895892,0.00002101753,0.0002445467,0.0001167808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000263535,0.00003107403,0.9137174,0.0001358537,0.0001078346,0.0002446191,0.001866441,0.0001641393,0.07407972,0.00007456917,0.000491199,0.008823431],"study_design_scores_gemma":[0.000001481786,0.00001573653,0.997921,0.000009660118,0.0000181065,0.00006778348,0.0008532569,0.00005611597,0.0004324046,0.000009639384,0.0006094879,0.00000539456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996833,0.0003922913,0.0001718176,0.00004127096,0.000006647881,0.00001021611,0.001633988,0.000007490519,0.0009032715],"genre_scores_gemma":[0.9965629,0.0002252313,0.000371715,0.00007387464,0.000002604425,0.00001581595,0.00199857,0.000007363088,0.0007419019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4060078,"threshold_uncertainty_score":0.8167977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127789646106695,"score_gpt":0.1874823934339088,"score_spread":0.1762044969728418,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}